Mplus VERSION 8.4 (Mac)
MUTHEN & MUTHEN
01/31/2023   1:35 PM

INPUT INSTRUCTIONS

  TITLE:
    Confirmatory factor analysis of the InDI-A ;

  DATA:
    FILE IS InDIA_confirmatory.dat ;

  VARIABLE:
    NAMES ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    USEVARIABLES ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    CATEGORICAL ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    MISSING = . ;

  ANALYSIS:
    ESTIMATOR IS MLR ;
    ROTATION = GEOMIN ;
    !PARAMETERIZATION = DELTA ;

  MODEL:
    f1 BY InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

  OUTPUT: !modindices(all);
          stand(STDYX);
          !cinterval;
          !sampstat;
          !TECH1;
          !TECH8;
          !TECH10;



INPUT READING TERMINATED NORMALLY




Confirmatory factor analysis of the InDI-A ;

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1518

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                            1

Observed dependent variables

  Binary and ordered categorical (ordinal)
   INDIA1      INDIA2      INDIA3      INDIA4      INDIA5      INDIA6
   INDIA7      INDIA8      INDIA9

Continuous latent variables
   F1


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-02
    Relative loglikelihood change                        0.100D-05
    Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            1
  Adaptive quadrature                                           ON
Link                                                         LOGIT
Cholesky                                                        ON

Input data file(s)
  InDIA_confirmatory.dat
Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns            10
     Number of y missing data patterns           0
     Number of u missing data patterns          10


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT FOR U


           Covariance Coverage
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         1.000
 INDIA2         0.998         0.998
 INDIA3         0.998         0.996         0.998
 INDIA4         0.998         0.996         0.996         0.998
 INDIA5         0.995         0.993         0.993         0.993         0.995
 INDIA6         0.997         0.995         0.995         0.995         0.993
 INDIA7         0.995         0.994         0.993         0.993         0.991
 INDIA8         0.995         0.994         0.993         0.993         0.991
 INDIA9         0.997         0.995         0.995         0.995         0.993


           Covariance Coverage
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         0.997
 INDIA7         0.993         0.995
 INDIA8         0.993         0.991         0.995
 INDIA9         0.995         0.993         0.993         0.997


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    INDIA1
      Category 1    0.341          517.000
      Category 2    0.289          439.000
      Category 3    0.194          294.000
      Category 4    0.132          201.000
      Category 5    0.044           67.000
    INDIA2
      Category 1    0.303          459.000
      Category 2    0.244          369.000
      Category 3    0.209          317.000
      Category 4    0.168          255.000
      Category 5    0.076          115.000
    INDIA3
      Category 1    0.333          505.000
      Category 2    0.263          399.000
      Category 3    0.203          307.000
      Category 4    0.144          218.000
      Category 5    0.057           86.000
    INDIA4
      Category 1    0.277          420.000
      Category 2    0.244          370.000
      Category 3    0.226          342.000
      Category 4    0.185          281.000
      Category 5    0.067          102.000
    INDIA5
      Category 1    0.372          562.000
      Category 2    0.277          418.000
      Category 3    0.187          283.000
      Category 4    0.119          180.000
      Category 5    0.045           68.000
    INDIA6
      Category 1    0.306          463.000
      Category 2    0.231          349.000
      Category 3    0.226          342.000
      Category 4    0.157          238.000
      Category 5    0.081          122.000
    INDIA7
      Category 1    0.296          447.000
      Category 2    0.253          383.000
      Category 3    0.231          349.000
      Category 4    0.158          238.000
      Category 5    0.062           94.000
    INDIA8
      Category 1    0.358          541.000
      Category 2    0.257          389.000
      Category 3    0.198          299.000
      Category 4    0.132          200.000
      Category 5    0.054           82.000
    INDIA9
      Category 1    0.376          570.000
      Category 2    0.231          350.000
      Category 3    0.205          311.000
      Category 4    0.116          176.000
      Category 5    0.071          107.000



THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       45

Loglikelihood

          H0 Value                      -15452.509
          H0 Scaling Correction Factor      1.0569
            for MLR

Information Criteria

          Akaike (AIC)                   30995.019
          Bayesian (BIC)                 31234.651
          Sample-Size Adjusted BIC       31091.697
            (n* = (n + 2) / 24)

Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes**

          Pearson Chi-Square

          Value                          18217.940
          Degrees of Freedom               1952568
          P-Value                           1.0000

          Likelihood Ratio Chi-Square

          Value                           4023.603
          Degrees of Freedom               1952568
          P-Value                           1.0000

** Of the 5093750 cells in the frequency table, 511
   were deleted in the calculation of chi-square due to extreme values.

Chi-Square Test for MCAR under the Unrestricted Latent Class Indicator Model

          Pearson Chi-Square

          Value                             62.388
          Degrees of Freedom               3140616
          P-Value                           1.0000

          Likelihood Ratio Chi-Square

          Value                             37.839
          Degrees of Freedom               3140616
          P-Value                           1.0000



MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDIA1             1.000      0.000    999.000    999.000
    INDIA2             0.950      0.056     17.106      0.000
    INDIA3             1.265      0.072     17.578      0.000
    INDIA4             0.889      0.055     16.065      0.000
    INDIA5             0.979      0.063     15.435      0.000
    INDIA6             0.770      0.052     14.826      0.000
    INDIA7             0.972      0.068     14.238      0.000
    INDIA8             1.072      0.075     14.320      0.000
    INDIA9             0.889      0.061     14.540      0.000

 Thresholds
    INDIA1$1          -1.238      0.119    -10.383      0.000
    INDIA1$2           1.267      0.121     10.503      0.000
    INDIA1$3           3.166      0.161     19.646      0.000
    INDIA1$4           5.738      0.255     22.491      0.000
    INDIA2$1          -1.563      0.117    -13.384      0.000
    INDIA2$2           0.656      0.111      5.892      0.000
    INDIA2$3           2.457      0.142     17.258      0.000
    INDIA2$4           4.681      0.207     22.654      0.000
    INDIA3$1          -1.538      0.144    -10.645      0.000
    INDIA3$2           1.286      0.147      8.753      0.000
    INDIA3$3           3.541      0.200     17.719      0.000
    INDIA3$4           6.358      0.308     20.656      0.000
    INDIA4$1          -1.755      0.114    -15.407      0.000
    INDIA4$2           0.408      0.103      3.951      0.000
    INDIA4$3           2.196      0.127     17.308      0.000
    INDIA4$4           4.645      0.190     24.505      0.000
    INDIA5$1          -0.934      0.113     -8.249      0.000
    INDIA5$2           1.465      0.123     11.955      0.000
    INDIA5$3           3.314      0.167     19.829      0.000
    INDIA5$4           5.596      0.257     21.733      0.000
    INDIA6$1          -1.326      0.099    -13.439      0.000
    INDIA6$2           0.512      0.095      5.364      0.000
    INDIA6$3           2.184      0.122     17.857      0.000
    INDIA6$4           3.993      0.172     23.281      0.000
    INDIA7$1          -1.641      0.121    -13.583      0.000
    INDIA7$2           0.680      0.113      6.027      0.000
    INDIA7$3           2.706      0.150     18.093      0.000
    INDIA7$4           5.075      0.228     22.292      0.000
    INDIA8$1          -1.117      0.123     -9.085      0.000
    INDIA8$2           1.285      0.127     10.084      0.000
    INDIA8$3           3.258      0.171     19.070      0.000
    INDIA8$4           5.684      0.255     22.303      0.000
    INDIA9$1          -0.836      0.105     -7.988      0.000
    INDIA9$2           0.992      0.107      9.298      0.000
    INDIA9$3           2.782      0.140     19.836      0.000
    INDIA9$4           4.562      0.186     24.585      0.000

 Variances
    F1                 9.276      0.968      9.586      0.000


RESULTS IN PROBABILITY SCALE

                    Estimate

 INDIA1
    Category 1         0.362
    Category 2         0.278
    Category 3         0.175
    Category 4         0.132
    Category 5         0.052
 INDIA2
    Category 1         0.322
    Category 2         0.255
    Category 3         0.189
    Category 4         0.150
    Category 5         0.084
 INDIA3
    Category 1         0.358
    Category 2         0.261
    Category 3         0.179
    Category 4         0.135
    Category 5         0.067
 INDIA4
    Category 1         0.293
    Category 2         0.257
    Category 3         0.202
    Category 4         0.172
    Category 5         0.076
 INDIA5
    Category 1         0.394
    Category 2         0.270
    Category 3         0.166
    Category 4         0.116
    Category 5         0.054
 INDIA6
    Category 1         0.325
    Category 2         0.245
    Category 3         0.203
    Category 4         0.140
    Category 5         0.087
 INDIA7
    Category 1         0.317
    Category 2         0.262
    Category 3         0.206
    Category 4         0.145
    Category 5         0.071
 INDIA8
    Category 1         0.382
    Category 2         0.254
    Category 3         0.174
    Category 4         0.127
    Category 5         0.064
 INDIA9
    Category 1         0.398
    Category 2         0.223
    Category 3         0.185
    Category 4         0.115
    Category 5         0.080


STANDARDIZED MODEL RESULTS


STDYX Standardization

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDIA1             0.859      0.012     73.229      0.000
    INDIA2             0.847      0.012     71.782      0.000
    INDIA3             0.905      0.009    104.459      0.000
    INDIA4             0.831      0.012     68.191      0.000
    INDIA5             0.854      0.012     71.284      0.000
    INDIA6             0.791      0.015     54.280      0.000
    INDIA7             0.853      0.012     71.264      0.000
    INDIA8             0.874      0.011     82.674      0.000
    INDIA9             0.831      0.013     63.861      0.000

 Thresholds
    INDIA1$1          -0.349      0.034    -10.357      0.000
    INDIA1$2           0.357      0.030     11.886      0.000
    INDIA1$3           0.893      0.033     26.720      0.000
    INDIA1$4           1.619      0.052     31.394      0.000
    INDIA2$1          -0.458      0.035    -13.186      0.000
    INDIA2$2           0.192      0.030      6.329      0.000
    INDIA2$3           0.720      0.032     22.602      0.000
    INDIA2$4           1.371      0.044     31.378      0.000
    INDIA3$1          -0.361      0.034    -10.548      0.000
    INDIA3$2           0.302      0.030     10.010      0.000
    INDIA3$3           0.831      0.033     25.569      0.000
    INDIA3$4           1.493      0.047     31.615      0.000
    INDIA4$1          -0.539      0.035    -15.192      0.000
    INDIA4$2           0.125      0.031      4.091      0.000
    INDIA4$3           0.674      0.032     21.270      0.000
    INDIA4$4           1.425      0.046     31.178      0.000
    INDIA5$1          -0.268      0.033     -8.097      0.000
    INDIA5$2           0.419      0.030     13.937      0.000
    INDIA5$3           0.949      0.034     27.824      0.000
    INDIA5$4           1.603      0.051     31.149      0.000
    INDIA6$1          -0.447      0.034    -13.099      0.000
    INDIA6$2           0.173      0.030      5.662      0.000
    INDIA6$3           0.737      0.032     23.007      0.000
    INDIA6$4           1.346      0.043     31.196      0.000
    INDIA7$1          -0.473      0.035    -13.570      0.000
    INDIA7$2           0.196      0.030      6.440      0.000
    INDIA7$3           0.779      0.032     24.061      0.000
    INDIA7$4           1.462      0.046     31.665      0.000
    INDIA8$1          -0.299      0.034     -8.913      0.000
    INDIA8$2           0.344      0.030     11.414      0.000
    INDIA8$3           0.872      0.033     26.259      0.000
    INDIA8$4           1.522      0.048     31.611      0.000
    INDIA9$1          -0.257      0.033     -7.815      0.000
    INDIA9$2           0.304      0.030     10.125      0.000
    INDIA9$3           0.854      0.033     25.522      0.000
    INDIA9$4           1.400      0.045     30.830      0.000

 Variances
    F1                 1.000      0.000    999.000    999.000


R-SQUARE

    Observed                                        Two-Tailed
    Variable        Estimate       S.E.  Est./S.E.    P-Value

    INDIA1             0.738      0.020     36.615      0.000
    INDIA2             0.718      0.020     35.891      0.000
    INDIA3             0.819      0.016     52.229      0.000
    INDIA4             0.690      0.020     34.095      0.000
    INDIA5             0.730      0.020     35.642      0.000
    INDIA6             0.626      0.023     27.140      0.000
    INDIA7             0.727      0.020     35.632      0.000
    INDIA8             0.764      0.018     41.337      0.000
    INDIA9             0.690      0.022     31.931      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.169E-02
       (ratio of smallest to largest eigenvalue)


     Beginning Time:  13:35:55
        Ending Time:  13:35:56
       Elapsed Time:  00:00:01



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